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Artificial Intelligence for Engineers : Basics and Implementations / / by Zhen "Leo" Liu
| Artificial Intelligence for Engineers : Basics and Implementations / / by Zhen "Leo" Liu |
| Autore | Liu Zhen (Leo) |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (719 pages) |
| Disciplina | 621.3815 |
| Soggetto topico |
Electronic circuit design
Computational intelligence Machine learning Electronics Design and Verification Computational Intelligence Machine Learning |
| ISBN |
9783031759536
3031759532 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preparation Knowledge: Basics of AI -- Tools for Artificial Intelligence -- Linear Models -- Decision Trees -- Support Vector Machine -- Bayesian Algorithms -- Artificial Neural Network -- Deep Learning -- Ensemble Learning -- Clustering -- Dimension Reduction -- Anomaly Detection -- Association Rule Leaming -- Basics of and Value-Based Reinforcement Learning -- Policy-Based Reinforcement Learning. |
| Record Nr. | UNINA-9910983305303321 |
Liu Zhen (Leo)
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Multiphysics in Porous Materials / / by Zhen (Leo) Liu
| Multiphysics in Porous Materials / / by Zhen (Leo) Liu |
| Autore | Liu Zhen (Leo) |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XVI, 436 p. 129 illus., 123 illus. in color.) |
| Disciplina | 620.11 |
| Soggetto topico |
Materials science
Computer simulation Applied mathematics Engineering mathematics Differential equations, Partial Characterization and Evaluation of Materials Simulation and Modeling Mathematical and Computational Engineering Partial Differential Equations |
| ISBN | 3-319-93028-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part 1 Introduction -- History and Future -- What is Multiphysics -- How to Do Multiphysics -- Multiphysics in Porous Materials -- How to Use this Book -- Part 2 Mathematical Background -- Tensor and Field -- Tensor Analysis -- Index Notation and Tensor Notation -- Partial Differential Equations -- Numerical Solution of PDEs -- Part 3 Monolithic Physics -- Thermo: Heat Transfer -- Hydro: Pore Water Movement -- Concentrato: Transport of Dispersed Mass -- Mechano: Stress and Strain -- Dyno: Dynamics -- Chemico: Chemical Reaction -- Electro: Electrostatics -- Magneto: Magnetostatics -- Part 4 Multiphysics -- Thermomechanics: Non-Isothermal Mechanics -- Hydromechanics: Poroelasticity as a Simple Case -- Thermohydromechanics -- Electrokinetics -- Electromagnetics -- Fluid Dynamics -- Hydrodynomechanics: Fluid-Structure Interaction -- Thermoelectromagnetics -- Electromagnetomechanics -- Part 5 Implementation Methods -- Finite Difference Method -- Finite Volume Method -- Finite Element Method -- References -- Index. |
| Record Nr. | UNINA-9910298577203321 |
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Liu Zhen (Leo)
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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